The New Palgrave Dictionary of Economics

2018 Edition
| Editors: Macmillan Publishers Ltd

Sequential Analysis

  • James O. Berger
Reference work entry
DOI: https://doi.org/10.1057/978-1-349-95189-5_1295

Abstract

Data often arrives sequentially, rather than as a collection. When this occurs – or when the experiment can be designed so that this occurs – there can be a considerable advantage in using statistical methods, called sequential analysis, that are tailored to such situations. Classical frequentist statistical methods require analysis with a pre-specified collection of data, and hence cannot be used in such sequential settings. Interestingly, Bayesian methods can be directly used in sequential settings.

Keywords

Bayesian statistics Dynamic programming Friedman, M. Sequential analysis Stopping rules Wald, A. Wallis, W. A 

JEL Classifications

C1 
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Bibliography

  1. Berger, J. 1985. Statistical decision theory and Bayesian analysis. New York: Springer-Verlag.CrossRefGoogle Scholar
  2. Berger, J., and R. Wolpert. 1984. The likelihood principle. Hayward: Institute of Mathematical Statistics.Google Scholar
  3. DeGroot, M.H. 1970. Optimal statistical decisions. New York: McGraw-Hill.Google Scholar
  4. Ghosh, B.K. 1970. Sequential tests of statistical hypotheses. Reading: Addison-Wesley.Google Scholar
  5. Ghosh, M., P.K. Sen, and N. Mukhopadhyay. 1997. Sequential estimation. New York: Wiley.CrossRefGoogle Scholar
  6. Govindarajulu, Z. 1981. The sequential statistical analysis of hypothesis testing, point and interval estimation, and decision theory. Columbus: American Science Press.Google Scholar
  7. Lai, T.L. 2001. Sequential analysis: Some classical problems and new challenges (with discussion). Statistica Sinica 11: 303–408.Google Scholar
  8. Sen, P., and B. Ghosh. 1991. Handbook of sequential analysis. London: Marcel Dekker.Google Scholar
  9. Siegmund, D. 1985. Sequential analysis: Tests and confidence intervals. New York: Springer-Verlag.CrossRefGoogle Scholar
  10. Wald, A. 1947. Sequential analysis. New York: Wiley.Google Scholar

Copyright information

© Macmillan Publishers Ltd. 2018

Authors and Affiliations

  • James O. Berger
    • 1
  1. 1.